Moving Sources

Blind Source Separation for Moving Sources

Techniques

Convolutive frequency-domain BSS

Sawada, Hiroshi, Shoko Araki, and Shoji Makino. Underdetermined Convolutive Blind Source Separation via Frequency Bin-wise Clustering and Permutation Alignment. IEEE Transactions on Audio, Speech, and Language Processing 19.3 (2011): 516-527.

Bibliography

Mukai, Ryo, H. Sawada, S. Araki, S. Makino. 2006. Frequency Domain Blind Source Separation of Many Speech Signals Using Near-field and Far-field Models. EURASIP Journal on Applied Signal Processing, Article ID 83683. doi:10.1155/ASP/2006/83683

R. Mukai, H. Sawada, S. Araki, S. Makino. 2004. Blind Source Separation for Moving Speech Signals Using Blockwise ICA and Residual Crosstalk Subtraction. IEICE Trans. Fundamentals, Vol.E87-A, No. 8, Aug. 2004, pp.1941-1948.

Mukai, Ryo et al. 2003. Real-time blind source separation for moving speakers using blockwise ICA and residual crosstalk subtraction. 4th International Symposium on Independent Component Analysis and Blind Signal Separation (ICA2003). Nara, Japan.

Other Reading

Naqvi et al. 2010. A Multimodal Approach to Blind Source Separation of Moving Sources (see Slack channel). IEEE J of Selected Topics in Signal Processing 4(5).